linear algebra

A comprehensive repository of 100+ Jupyter Notebooks covering linear algebra topics, including matrix decompositions, Gaussian elimination, eigenvalues, SVD, and interactive Python/Julia examples for teaching and learning.

Check out our YouTube channel https://www.youtube.com/playlist?list=PLBDUlnmEqyXD_llq6wETUqRkJGRiu8wFU for tutorials and walkthroughs of these notebooks.

Armadillo: fast C++ library for linear algebra (matrix maths) & scientific computing - https://arma.sourceforge.net

A rigorous and well-sourced Java mathematics library that extends the Hipparchus mathematics library that includes linear algebra over R^n and C^n (e.g. Matrix, ComplexMatrix, Eigen, complex Schur using the M-shifted large-bulge QR alg., and complex QR and Hessenberg decompositions using Householder transformations), frameworks for and implementations of hyper-dimensional (N-dimensional) geometry (e.g., NOrthotope, NBall, RealNDomain, AbstractNDomain), weighted non-linear least-squares optimization (Levenmerg-Marquardt with geodesic acceleration), non-linear dynamics (e.g., DynamicalSystem, StateTransitionMatrix),and a rich framework of multi-variate, vector- and matrix-valued function definitions (e.g., MultivariateVectorValuedFunction, VectorField, MultivariateMatrixValuedFunction). Whenever a reference is used in the process of development, that source is included in the JavaDoc and, if possible, a hyperlink is provided.

Bandicoot: user-friendly C++ library for GPU accelerated linear algebra, integrating with CUDA and OpenCL

a linear algebra library for game graphics and physics written in rust

A tutorial on Section 4 of the article by Hyung-Suk Kim on linear predictive coding.

PyArmadillo - linear algebra library for Python with MATLAB-like syntax - https://pyarma.sourceforge.io

Trainable AI for linear regresion predictions

The Nim Optics library (NOptics)! See our docs.

Answers and solutions to Differential Equations and Linear Algebra 2021

Doc Pages : https://egm-foss.gitlab.io/tnt/

This program solves the Evaluation Exercises for the course TÉCNICAS COMPUTACIONALES Y CÁLCULO NUMÉRICO in the EMTCCM.

QAnal: Rational Analysis.

QAnal is an Erlang library which implements exact arithmetic (i.e. no floats). See README for more details

Lectures and tutorials for the CSM course @ GAU

High performance linear algebra and scientific computing library, written in pure C#.

A simple C-library for linear algebra operation : LU decomposition, QR decomposition, etc.